Sara Gilbert My Special Lady Friend is a Non Blonde

11/28/2011 9:45 AM PST BY Johnny Lopez

Sara Gilbert is one helluva rebounder -- the former "Roseanne" star/ "The Talk" co-host was holding hands with 4 Non Blondes singer Linda Perry this weekend ... just a few months after splitting with her partner of ten years.

No word if the two are "official" yet -- but they definitely seemed couplish as they strolled around West Hollywood together.

For the record -- Perry ain't no one hit wonder ... she's super successful in the music world, having written and produced songs for everyone from Christina Aguilera to Pink.